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Dataset Analysis and Feature Characteristics to Predict Rice Production based on eXtreme Gradient Boosting
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Rice plays a vital role as the main food source for almost half of the global population, contributing more than 21% of the total calories humans need. Production predictions are important for determining import-export policies. This research proposes the XGBoost method to predict rice harvests globally using FAO and World Bank datasets. Feature analysis, removal of duplicate data, and parameter tuning were carried out to support the performance of the XGBoost method. The results showed excellen...
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33 Sitasi
Exploring DQN-Based Reinforcement Learning in Autonomous Highway Navigation Performance Under High-Traffic Conditions
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Driving in a straight line is one of the fundamental tasks for autonomous vehicles, but it can become complex and challenging, especially when dealing with high-speed highways and dense traffic conditions. This research aims to explore the Deep-Q Networking (DQN) model, which is one of the reinforcement learning (RL) methods, in a highway environment. DQN was chosen due to its proficiency in handling complex data through integrated neural network approximations, making it capable of addressing h...
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5 Sitasi
Music-Genre Classification using Bidirectional Long Short-Term Memory and Mel-Frequency Cepstral Coefficients
Journal of Computing Theories and Applications
Vol 1
, No 3
(2024)
Music genre classification is one part of the music recommendation process, which is a challenging job. This research proposes the classification of music genres using Bidirectional Long Short-Term Memory (BiLSTM) and Mel-Frequency Cepstral Coefficients (MFCC) extraction features. This method was tested on the GTZAN and ISMIR2004 datasets, specifically on the IS-MIR2004 dataset, a duration cutting operation was carried out, which was only taken from seconds 31 to 60 so that it had the same durat...
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29 Sitasi
PENDAMPINGAN PERENCANAAN WISATA DAERAH TEPIAN AIR Desa Kadibolo Kecamatan Wedi Kabupaten Klaten
Abdi Teknoyasa
(2023)
Desa Kadibolo terletak di Kecamatan Wedi Kabupaten Klaten. Desa ini memiliki luas hampir 114 ha, tetapi sebagian besar atau hampir 80 % adalah tanah pertanian. Desa ini juga dilewati Sungai Getuk yang cukup luas dengan bantaran sungainya. Sungai Genuk sebenarnya sangat potensi untuk dijadikan kawasan wisata, tetapi sampai sekarang masyarakat belum dapat mengembangkannya secara maksimal. Keterbatasan infra struktur dan fasilitias pendukung lainnya masih dikelola secara swadaya oleh masy...
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Analisis Minat Konsumen Terhadap Keputusan Pembelian Produk Pertanian “Tanaman Hias” Melalui Aplikasi Shopee
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 7
, No 2
(2023)
The purpose of this research is to find out and analyze the influence of customer reviews, customer ratings and the existence of promos or discounts on purchasing decisions for ornamental plant agricultural products through the Shopee application. The research method used is a quantitative method. The scope of this research is the people of Boyolali Regency who use the Shopee application and purchase Ornamental Plant Agricultural Products. The sampling method is using the quota sampling method,...
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Kegiatan Penyuluhan Fisioterapi Tentang Skoliosis Pada Kelompok Remaja di Posyandu Remaja Bakalankrajan Malang
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 1
(2023)
In this increasingly advanced era marked by increasing technology and demands for understanding science, the younger generation must study hard. At school, teenagers are often not ergonomic in carrying out an activity, one of which is carrying a bag on one side and maintaining the wrong posture for a long time. Wrong postural patterns can cause musculoskeletal problems, one of which is scoliosis. Scoliosis is a spinal deformity characterized by a sideways curved curve with or without spinal rota...
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Hybrid Quantum Key Distribution Protocol with Chaotic System for Securing Data Transmission
Journal of Computing Theories and Applications
Vol 1
, No 2
(2023)
This research proposes a combination of Quantum Key Distribution (QKD) based on the BB84 protocol with Improved Logistic Map (ILM) to improve data transmission security. This method integrates quantum key formation from BB84 with ILM encryption. This combination creates an additional layer of security, where by default, the operation on BB84 is only XOR-substitution, with the addition of ILM creating a permutation operation on quantum keys. Experiments are measured with several quantum measureme...
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10 Sitasi
Pengaruh Investment Opportunity Set Kebijakan Dividen Dan Financial Risk Terhadap Nilai Perusahaan Yang Dimoderasi Profitabilitas
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 1
(2023)
Businesses must prepare themselves to cope with unpredictable economic changes. Every business must increase its value for long and short term business by considering current conditions in order to survive. This research aims to determine how business value is moderated in profitability by the set of investment opportunities, dividend policy, and financial risk. This study uses quantitative methods. Secondary data was used in this research. Manufacturing companies listed on the Indonesia Stock E...
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EKSISTENSI MAHASISWA DALAM MENGGUNAKAN APLIKASI TIK TOK
Solidaritas
Vol 7
, No 1
(2023)
Seeing the use of TikTok, which is widely used by millions of people, students of theBangun Nusantara Sukoharjo University (Univet) are interested in downloading theTikTok application, because the Tik Tok application is believed to be a means ofcommunication as well. In the TikTok application there are lots of interesting featuressuch as funny face effects, songs of various genres, and of course in Tik Tok there arefeatures like, comment, direct message. This research is a descriptive qualitativ...
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Menumbuhkan Kepedulian Sosial Dan Kerjasama Anak Melalui Metode Groupwork
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 1
(2023)
Humans are social creatures who cannot live alone and need the help of others in every aspect of their lives. Good cooperation must be instilled in children from an early age so that they can develop and be able to function socially well in the future. Fostering social care and cooperation in children can be done in various ways even through games. Through games children are easier to learn. This activity was carried out as one of the mini projects of Field Work Practice 2 activities carried out...
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